{"citations":{"source_mix":{"company_owned":27,"independent":26,"unclear":0},"sources_referenced_by_questions":0,"support_mix":{"direct":46,"partial":7},"total_sources":53,"unique_domain_count":25},"claims":[{"claim_id":"claim-001","confidence":"verified","observed_at":"2026-10-02","platform_support":["anthropic","google","grok","kimi","openai","perplexity"],"predicate":"platforms_analyzed","qualifier":"valid included platform responses","subject":"Best Semi-Custom Kitchen Cabinet Brands and Dealers","unit":"platforms","value":6},{"claim_id":"claim-002","confidence":"verified","observed_at":"2026-10-02","platform_support":["anthropic","grok"],"predicate":"final_consensus_rank","qualifier":"semi custom cabinet purchase","subject":"Medallion Cabinetry","unit":"rank","value":6},{"claim_id":"claim-003","confidence":"verified","observed_at":"2026-10-02","platform_support":["anthropic","grok"],"predicate":"platform_mentions","qualifier":"out of 6","subject":"Medallion Cabinetry","unit":"platforms","value":2},{"claim_id":"claim-004","confidence":"verified","observed_at":"2026-10-02","platform_support":["google"],"predicate":"fit_rating_count","qualifier":"strong","subject":"Medallion Cabinetry","unit":"platforms","value":1},{"claim_id":"claim-005","confidence":"verified","observed_at":"2026-10-02","platform_support":["openai","grok","perplexity","kimi"],"predicate":"fit_rating_count","qualifier":"good","subject":"Medallion Cabinetry","unit":"platforms","value":4},{"claim_id":"claim-006","confidence":"verified","observed_at":"2026-10-02","platform_support":["anthropic"],"predicate":"fit_rating_count","qualifier":"mixed","subject":"Medallion Cabinetry","unit":"platforms","value":1}],"content_scope":"aggregated facts, computed metrics, and retrieval summaries","entities":[{"average_rank":6.5,"best_rank":6,"entity_id":"entity-001","entity_type":"company","final_rank":6,"name":"Medallion Cabinetry","platform_mentions":2,"platform_share":0.3333333333333333}],"identity":{"dataset_url":"https://homeimprovementconsensusindex.com/datasets/kitchen-remodeling/semi-custom-cabinet-purchase/medallion-cabinetry.json","page_url":"https://homeimprovementconsensusindex.com/kitchen-remodeling/semi-custom-cabinet-purchase/medallion-cabinetry","report_type":"fit_review","study_id":"HICI-STUDY-70C61AA51C4A","title":"Medallion Cabinetry Review for semi custom cabinet purchase"},"limitations":["Use the run researchdate as the study date. Platform-reported dates are provenance metadata and do not independently prove freshness.","All included platforms evaluated fit, but platformmentions counts only platforms that named the entity during ranking discovery.","Do not resolve conflicting product names, pricing, or capabilities by guessing; describe the conflict and tell buyers what to verify.","The supplied URLs were collected from platform responses and were not independently validated by the writer stage.","Company-owned citations materially outnumber independent citations; do not describe company claims as independently verified.","Citations are platform-reported evidence, not independently verified facts. No-search model claims require explicit verification before being described as current facts."],"methodology":{"fit_rating_contract":["strong","good","mixed","weak","uncertain"],"included_valid_platform_count":6,"maximum_finalists":10,"minimum_mentions":2,"name":"Home Improvement Consensus Index cross-platform AI consensus analysis","platforms_included":["anthropic","google","grok","kimi","openai","perplexity"],"platforms_queried":["openai","anthropic","deepseek","grok","perplexity","kimi","google"],"stages":["ranking_discovery","fit_assessment","normalization","editorial_synthesis"],"version":"alias-table-1"},"provenance":{"generated_at":"2026-10-02 18:31:35.166359+00","research_date":"2026-10-02","source_snapshot_sha256":"479b9b2a45032b3f6fc5321530ffcf409802ff26e81b5f10ff0da5243f855786","verification_scope":"public_verification"},"ranking":{"candidates_evaluated":26,"qualified_finalists":6,"ranking_unit":"Kitchen remodeling contractor, design-build firm, or cabinet supplier"},"schema_version":4,"summary":"Medallion Cabinetry is a good, dealer-dependent fit for a semi custom cabinet purchase, provided the buyer vets the local dealer and locks down specifications in writing. Two of the six platforms that evaluated fit named Medallion during ranking discovery, at an average listed rank of 6.5 and a best rank of 6 (openai, grok). The strongest reason to consider it is breadth: a large door-style and finish catalogue, quarter-inch dimensional modifications, multiple construction tiers, and a limited lifetime warranty . The main limitation is that pricing is not published, timelines are estimates…","target_buyer":"A homeowner choosing between cabinet lines who wants more sizes and finishes than stock allows without full custom pricing.","topic":{"base_category":"Kitchen Remodeling","category_criteria":["door style and finish catalogue","modification options","dealer network","project scope handled","design service quality","cabinetry and material sourcing","timeline reliability","written estimate clarity","workmanship warranty","customer review strength"],"geography":"United States","slug":"best-semi-custom-kitchen-cabinet-brands-and-dealers","title":"Best Semi-Custom Kitchen Cabinet Brands and Dealers","use_case":"semi custom cabinet purchase"}}